Search Results for: Neural Network

The OSTR offers cutting-edge technology platforms to the CCR scientific community through centralized facilities. The videos accessed through this page are designed to introduce the various scientific methodologies OSTR makes available through the cores on Read More...

07/25/2025 - Dr. Lee Lancashire is a data scientist with over 20 years of experience in machine learning and statistics, currently serving as Head of Data Science at Every Cure. He earned his PhD specializing in artificial Read More...

02/19/2026 - Dr. John Quackenbush, a Harvard professor and NCI grantee, will describe the conceptual framework for these network tools, demonstrate some practical applications, and explain how they can help you tackle complex biological questions about Read More...

04/09/2025 - Please note: Registration is required to get the Meeting Link for this event. Please pre-register. The Human Tumor Atlas Network (HTAN) is a National Cancer Institute (NCI)-funded initiative to construct 3-dimensional atlases of Read More...

03/19/2025 - Please note: Registration is required to get the Meeting Link for this event. Please pre-register. The Human Tumor Atlas Network (HTAN) is a National Cancer Institute (NCI)-funded initiative to construct 3-dimensional atlases of Read More...

04/02/2025 - Please note: Registration is required to get the Meeting Link for this event. Please pre-register. The Human Tumor Atlas Network (HTAN) is a National Cancer Institute (NCI)-funded initiative to construct 3-dimensional atlases of Read More...

05/14/2025 - Please note: Registration is required to get the Meeting Link for this event. Please pre-register. The Human Tumor Atlas Network (HTAN) is a National Cancer Institute (NCI)-funded initiative to construct 3-dimensional atlases of Read More...

02/24/2025 - AI Club is a weekly meeting that explores various topics relating to AI and deep learning in biomedical sciences, typically in a seminar, workshop, or journal club format. AI Club is intended to be Read More...

01/13/2025 - AI Club is a weekly meeting that explores various topics relating to AI and deep learning in biomedical sciences, typically in a seminar, workshop, or journal club format. AI Club is intended to be Read More...

01/06/2025 - AI Club is a weekly meeting that explores various topics relating to AI and deep learning in biomedical sciences, typically in a seminar, workshop, or journal club format. AI Club is intended to be Read More...

05/19/2025 - Immunotherapy has the potential to revolutionize the way we treat cancer, but a key challenge has been finding ways to tailor that therapy to the right patient at the right time. Attend this webinar, Read More...

01/14/2025 - Join leaders from  NCI’s Human Tumor Atlas Network  (HTAN) to hear about the program’s collaborative efforts to develop comprehensive atlases incorporating cellular, molecular, and histological dimensions across various cancer types and stages.  Read More...

03/24/2021 - WebEx: Register Accurate detection of somatic mutations is challenging but critical to understanding how cancer forms and progresses. Such detection is also critical for targeting more effective treatments. In this seminar, Dr. Mohammad Sahraeian, Read More...

2024 Coutinho, L. L., Femino, E. L., Gonzalez, A. L., Moffat, R. L., Heinz, W. F., Cheng, R. Y. S., Lockett, S. J., Rangel, M. C., Ridnour, L. A. & Wink, D. A. NOS2 and Read More...

2024 Date: Tuesday, October 15, 2024 Time and Location: 11 am EST, ZOOM (INVITATION BY LMIG LIST SERVER) Speaker: Dr. Diego Presman (U Buenos Aires) Title: “Insights on Glucocorticoid Receptor Activity Through Live Cell Imaging” Summary: Eucaryotic transcription factors ( Read More...

09/22/2020 - [one_half] This two-part workshop will demonstrate how deep learning can be used to classify different types of cancer. Part I will focus on data preparation, starting with genomic data. Part II will demonstrate Read More...

05/16/2025 - This one-day in-person NIH AI Symposium will bring together researchers from a broad range of disciplines to share their AI-related research, with the goal of disseminating the newest AI research, providing an opportunity to Read More...

07/19/2024 - The molecular mechanisms underlying many types of cancer involve aberrances in trans-acting factors and their binding to cis-regulatory elements to regulate gene expression. Techniques such as ChIP-seq, DNase-seq, and ATAC-seq are commonly used to Read More...

03/15/2023 - This virtual hands-on workshop explores the fundamentals of machine learning using MATLAB. The participants will be introduced to machine learning techniques to quickly explore data, use classification and regression apps to interactively train, compare Read More...

03/06/2023 - Learn about a wide range of capabilities for image processing and computer vision including machine and deep learning using deep convolutional neural networks (CNNs). Transitioning image models from pixel-based to feature-based allows us to Read More...

08/10/2022 - For our next CDSL webinar we will have two fellows’ talks from Dr. Zisha Zhong and Arati Rajeevan . Zisha’s talk details: Title:  Multi-task Feature Learning to train Interpretable Encoders on Histopathology Images Digital Read More...

01/16/2026 - This one-hour online training introduces applying data science and artificial intelligence (AI) techniques to signals and time-series datasets using MATLAB. The training will cover the entire AI pipeline, from signal exploration to deployment. Participants Read More...

09/22/2025 - This one-hour online training introduces applying data science and artificial intelligence (AI) techniques to signals and time-series datasets using MATLAB. The training will cover the entire AI pipeline, from signal exploration to deployment. Participants Read More...

05/20/2025 - In this talk, Dr. Hwang will discuss three examples of applying single-cell and spatial oncology approaches to the study of pancreatic cancer. First, he will explain how they utilized single-nucleus RNA-sequencing to uncover an Read More...

07/12/2024 - We cordially invite you to attend the July Data Sharing and Reuse Seminar featuring Satra Ghosh, Ph.D. As the Director of the Open Data in Neuroscience Initiative and a Principal Research Scientist at Read More...

To take full advantage of R, you need to install R packages. R packages are loadable extensions that contain code, data, documentation, and tests in a standardized shareable format that can easily be installed by Read More...

05/23/2024 - During this virtual conversation of the Cancer Moonshot Seminar Series, Dr. Kai Tan, an investigator with the Human Tumor Atlas Network , and Liz Salmi, a co-investigator and patient advocate with the Participant Engagement and Read More...

05/14/2024 - Participants will learn how to develop artificial intelligence (AI) applications using MATLAB, even if they do not have a formal background in machine and deep learning. The goal of this course is to introduce Read More...

02/21/2024 - Dear colleagues, The Bioinformatics and Computational Biosciences Branch (BCBB) at NIAID invites you to join us for in-person hands-on workshops that will explore biovisualization techniques. Developers of UCSF ChimeraX and Cytoscape will be on Read More...

To take full advantage of R, you need to install R packages. R packages are loadable extensions that contain code, data, documentation, and tests in a standardized shareable format that can easily be installed by Read More...

Both a computational language and environment for statistical computing and graphics. Open-source and widely used by scientists, not just bioinformaticians. Extensible. Maintained by a network of collaborators - The R Core Team A resource for Read More...

As a reminder, R packages are loadable extensions that contain code, data, documentation, and tests in a standardized shareable format that can easily be installed by R users. The primary repository for R packages is Read More...

If you are already logged in, exit the remote connection and reconnect. Remember, you must be on the NIH network. {{Sdet}} Solution{{Esum}} ssh username@biowulf.nih.gov {{Edet}}

Globus (https://hpc.nih.gov/storage/globus.html) HPCDME BOX OneDrive (s)FTP Network Drives Flash Drives

08/29/2023 - In this introductory session, we will look at a biologist-friendly way to analyze RNAseq data in Qlucore, integrated GSEA, and then taking results into NDEx + Cytoscape for biological network analysis.

08/22/2023 - In this introduction webinar, broken down into two 40 minute sessions one week apart, we will look at a biologist-friendly way to analyze RNAseq data in Qlucore, integrated GSEA, and then taking results into NDEx + Read More...

wget The non-interactive network downloader curl transfer a URL

To take full advantage of R, you need to install R packages. R packages are loadable extensions that contain code, data, documentation, and tests in a standardized shareable format that can easily be installed by Read More...

To connect to Biowulf, we use a secure shell (SSH) protocol. used to open an encrypted network connection between two machines, allowing you to send & receive text and data without having to worry about Read More...

released in 1993 a computational language and environment for statitical computing and graphics. complex statistical functions easily accessible easy to get started, but more difficult to learn Key features: open-source extensible (Packages on CRAN (> 19,000 packages), Read More...

released in 1993 a computational language and environment for statitical computing and graphics. complex statistical functions easily accessible easy to get started, but more difficult to learn Key features: open-source extensible (Packages on CRAN (> 19,000 packages), Read More...

05/15/2023 - Participants will learn how to develop artificial intelligence (AI) applications using MATLAB, even if they do not have a formal background in machine and deep learning. The goal of this course is to introduce Read More...

A dendrogram (or tree diagram) is a network structure and can be used to visualize hierarchy or clustering in data. --- R Graph Gallery

A dendrogram (or tree diagram) is a network structure and can be used to visualize hierarchy or clustering in data. --- R Graph Gallery

A dendrogram (or tree diagram) is a network structure and can be used to visualize hierarchy or clustering in data --- R Graph Gallery https://youtu.be/h0e2HAPTGF4

04/13/2023 - In this hands-on virtual lab, the participants will familiarize themselves with Deep Learning concepts and techniques, using MATLAB Online to train deep neural networks on GPUs in the cloud, create Read More...

To take full advantage of R, you need to install R packages. R packages are loadable extensions that contain code, data, documentation, and tests in a standardized shareable format that can easily be installed by Read More...

02/26/2026 - Scientific discovery is increasingly limited not by data availability, but by our ability to integrate evidence, generate hypotheses, and iteratively test them at scale. Recent advances in foundation models and large language models suggest Read More...

01/13/2026 - The past decade has witnessed thriving cell atlas research activities in elucidating human cell types and their organization principles. The NIH BRAIN Initiative launched a pilot 3-year BRAIN Initiative Cell Census Consortium (BICCC) in 2014, Read More...

11/05/2025 - This talk delves into the innovative utilization of generative AI in propelling biomedical research forward. By harnessing single-cell sequencing data, we developed scGPT, a foundational model that extracts biological insights from an extensive dataset Read More...

09/23/2025 - Dr. Church's clinical and research work focus on bringing molecular testing to the clinical care of children with cancer. Through institutional projects (the Profile study, GAIN consortium study) she has profiled thousands of Read More...

nf-core is a community effort to generate a curated set of standardized, best-practice, reproducible, documented, NGS analysis pipelines. All these workflows are built using the versatile workflow manager, Nextflow , and have been released under the Read More...

01/22/2025 - Alzheimer’s Disease (AD) presents significant challenges in prevention and treatment despite decades of research advancements. Innovative AI/ML approaches enable analysis of real-world data sources, such as electronic health records (EHRs) Read More...

01/08/2025 - This three hour online training will focus on getting started on using QIAGEN’s  Ingenuity Pathway Analysis (IPA) . IPA enables you to quickly identify biological relationships, mechanisms, pathways, functions and Read More...

11/13/2024 - In this webinar, Dana-Farber Cancer Institute’s Dr. Renato Umeton will explore the transformative journey of applying artificial intelligence (AI) solutions at scale, and in full compliance, bridging the gap between Big Read More...

10/15/2024 - On October 15th-16th, 2024, the NCI Office of Data Sharing (ODS) is hosting the Annual Data Sharing Symposium titled  Driving Cancer Advances through Impactful Research  inside the Clinical Read More...

06/25/2024 - Register for the June Emerging Technologies Seminar to hear from Dr. Dana Pe’er of the Memorial Sloan Kettering Cancer Center. She will describe new bioinformatics tools for exploring the complex tumor Read More...

06/14/2024 - Data Sharing and Reuse Seminar Series Please join us for the June Data Sharing and Reuse Seminar where Micahel Schatz, Ph.D. will be presenting "BioDIGS: BioDiversity and Informatics for Genomics Scholars. This Read More...

05/20/2024 - Hybrid (in-person location in Rockville, MD) Virtual attending via  WebEx Meeting, link will be available two weeks prior to the meeting date . Attend the  2024 Co-Clinical Imaging Research Resource Program (CIRP) Read More...

05/17/2024 - The NIH Artificial Intelligence (AI) Symposium will take place on Friday, May 17th, 2024, in Masur Auditorium in Building 10 on the Bethesda NIH campus. This event is open to all NIH members - registration and Read More...

05/13/2024 - This in-person workshop will focus on data wrangling using tidy data principles. Tidy data describes a standard way of storing data that facilitates analysis and visualization within the  tidyverse  ecosystem. There will be a Read More...

04/21/2024 - Looking for an introduction to artificial intelligence (AI) or an opportunity to expand on what you already know? Attend this workshop hosted by the NIH-funded Bridge2AI CHoRUS network and the University of Florida Read More...

R is both a computational language and environment for statistical computing and graphics. It is open-source and widely used by scientists, not just bioinformaticians. Base packages of R are built into your initial installation, but Read More...

R packages are loadable extensions that contain code, data, documentation, and tests in a standardized shareable format that can easily be installed by R users. CRAN = the primary repository for R packages. To install a Read More...

Welcome! Welcome to the R Introductory Series! Who: Novices and beginners\ What: A course series introducing R and RStudio. This course will introduce the foundational skills necessary to begin to analyze and visualize data in Read More...

01/19/2024 - Trey Ideker, Ph.D., is a professor of medicine, bioengineering, and computer science, and former chief of genetics at the University of California San Diego (UCSD). Additionally, he is director or co-director of the Read More...

Load in a tab delimited file (file_path= "./data/WebexSession_report.txt") using read_delim() . You will need to troubleshoot the error message and modify the function arguments as needed. {{Sdet}} Solution } library ( Read More...

12/11/2023 - This presentation will provide a one-hour introduction to The AMARETTO software toolbox: multimodal and multiscale circuit-, network-, and graph-based fusion of multi-omics, clinical, imaging, and perturbation data across studies of patients, etiologies and model Read More...

ORA and FCS discard a large amount of information. These methods use gene sets, and even if the gene sets represent specific pathways, structural information such as gene product interactions, positions of genes, and types Read More...

Provides a gene-centric view which lists the genes and their associated annotation terms... -- DAVID help documents See https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4717906/ for difference between pathway and network analysis DAVID Read More...

You must be on VPN (Virtual Private Network) or the NIH campus internet to access Biowulf. Request VPN at NCI . If you have a Biowulf account but have not used it in 60 days, please send Read More...

Access the NIH network; this will require you to VPN if off campus. Connect to Biowulf ssh user_name@biowulf.nih.gov where user_name is your NIH username. Use sinteractive to work on an Read More...

Logging into Biowulf You must be on VPN (Virtual Private Network) or the NIH campus internet to access Biowulf. Request VPN at NCI . If you have a Biowulf account but have not used it in 60 Read More...

There are many databases devoted to relating genes and gene products to pathways, processes, and other phenomenon. Again, the following is not meant to be a comprehensive list. Kyoto Encyclopedia of Genes and Genomes (KEGG) Read More...

Biostars on Biowulf To complement this course, there is a module available on Biowulf with installed programs associated with the Biostar Handbook. During class, we will work on the command line on the GOLD system Read More...

Lesson 5 Practice The following can be used to practice skills learned in Lesson 5. Login to Biowulf If you are already logged in, exit the remote connection and reconnect. Remember, you must be on the NIH Read More...

07/27/2023 - This new webinar will be covering and discussing the host responses to vaccines with invited speakers Dr. Oliver He and Dr. Guanming Wu. During the hour long webinar, Vaccine Induced Gene Expression Analysis Tool ( Read More...

To connect to Biowulf, you must be on the NIH network, either on campus or via VPN. We will then connect using an ssh protocol. Open your terminal if on a mac or the command Read More...

05/31/2023 - Please join us on May 31 when Harvard University’s John Quackenbush, Ph.D., will present “ Why Networks Matter: Embracing Biological Complexity. ” Dr. Quackenbush will share multiple examples illustrating the importance of network models. He Read More...

05/25/2023 - Dr. Katherine Janeway is a pediatric hematologist-oncologist and investigator at the Dana-Farber Cancer Institute with a research focus of pediatric sarcomas. With her presentation "Count Me In: Partnering with Patients to Define the Read More...

March 30, 1 - 2 PM Building a Mind for Cancer Trey Ideker, Ph.D. University of California San Diego Professor, Department of Medicine Adjunct Professor, Departments of Bioengineering and Computer Science Co-Director, Bioinformatics and Systems Biology PhD Read More...

02/23/2023 - In this session we will go over a visual, dynamic, and interactive way to work with OMICs data using public leukemia GEO gene expression data sets. We will approach the data with confirmatory and Read More...

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PLEASE, JOIN US AT LMIG ZOOM SEMINAR! DATE: Tuesday, January 14th, 2025 TIME AND LOCATION: 11 am EST, ZOOM (INVITATION BY LMIG LIST SERVER)Dr. Yun-Xing Wang (NIH/NCI) “Determining 3D structures of individual molecules in Read More...

PLEASE, JOIN US AT LMIG ZOOM SEMINAR! DATE: Tuesday, January 14th, 2025 TIME AND LOCATION: 11 am EST, ZOOM (INVITATION BY LMIG LIST SERVER) Dr. Yun-Xing Wang (NIH/NCI) “Determining 3D structures of individual Read More...

Intro_scikit-learn_part2 In [130]: ## Please uncomment the folloing line and run pip install to install scikit-plot for visualization for first run of the notebook. # Once it is installed, you can comment it out again for Read More...

Most BTEP courses include detailed course materials including lesson content, additional resources, and lesson associated data. These course materials are listed here so that learners can easily return to and review concepts taught in class Read More...

The computational chemistry and protein modeling team in the Advanced Biomedical Computational Science (ABCS) group provides novel solutions in structural modeling and computational chemistry. Computational scientists in the group collaborate with NCI researchers by using Read More...

Recently, the NIH HPC Team has provided on demand access to HPC resources via web browser through integration of Open OnDemand , an open source project supporting "nearly 400 HPC centers around the world" . This Read More...

Listed below are the video recordings of past BTEP events (classes, seminars, workshops). Videos are hosted on various servers and may play slightly differently. Some videos may be downloaded for local viewing. Recorded Videos of Read More...

Congratulations, your experiments have been completed and you have a large amount of data. Now, it’s time to analyze these data. But where do you begin? How can you gain the most meaning from Read More...

This lesson provides an introduction to R in the context of single cell RNA-Seq analysis with Seurat. Learning Objectives Learn about options for analyzing your scRNA-Seq data. Learn about resources for learning R programming. Learn Read More...

Learning Objectives To understand: 1. the difference between R and RStudioIDE. 2. how to work within the RStudio environment including: creating an Rproject and Rscript navigating between directories using functions obtaining help how R can enhance data Read More...

Help Session Lesson 3 Loading data Import data from the sheet "iris_data_long" from the excel workbook (file_path = "./data/iris_data.xlsx"). Make sure the column names are unique and Read More...

Data import and reshape Objectives 1. Learn to import multiple data types 2. Data reshape with tidyr : pivot_longer() , pivot_wider() , separate() , and unite() Installing and loading packages So far we have only worked with objects that Read More...

Resources Tertiary Analysis - Biological Meaning Pathway Analysis IPA (Qiagen - CCR License) Future talk Functional Analysis Gene Set Enrichment Analysis (GSEA) https://www.gsea-msigdb.org/gsea/index.jsp DAVID https://david.ncifcrf.gov/ Enrichr Read More...

Gene ontology and pathway analysis Objectives Determine potential next steps following differential expression analysis. Tour geneontology.org and understand the three main ontologies. Learn about different methods and tools related to functional enrichment and pathway Read More...

Database for Annotation, Visualization and Integrated Discovery (DAVID) - an overview Before getting started, remember to be signed on to the DNAnexus GOLD environment. Lesson 17 review In the previous class, we got an overview of Read More...

Lesson 2: Getting Started with R on Biowulf Learning objectives Understand how R can be deployed on Biowulf Understand how to access and use R modules Learn to create a custom R library on Biowulf Deploying Read More...

Lesson 1: Introduction to Biowulf, Unix, and R Learning Objectives Learn about why you may want to use R on Biowulf. Refresh Unix and R skills. This lesson will not be hands on. Why use R Read More...

Learning Objectives Understand the components of an HPC system. How does this compare to your local desktop? Learn about Biowulf, the NIH HPC cluster. Learn about the command line interface and resources for learning. What Read More...

Learning Objectives Learn about popular programming languagues in bioinformatics Compare advantages and disadvantages of Python and R Discuss what you will need to learn to use these languages Discuss learning resources Choosing a programming language Read More...

Learning Objectives Learn about popular programming languagues in bioinformatics Compare advantages and disadvantages of Python and R Discuss what you will need to learn to use these languages Discuss learning resources Choosing a programming language Read More...

Visualizing clusters with heatmaps Objectives Introduce the heatmap and dendrogram as tools for visualizing clusters in data. Learn to construct cluster heatmap using the package pheatmap . Learn how to save a non-ggplot2 plot. Introduce ggplotify Read More...

Visualizing clusters with heatmaps Objectives Introduce the heatmap and dendrogram as tools for visualizing clusters in data. Learn to construct cluster heatmap using the package pheatmap . Learn how to save a non-ggplot2 plot. Introduce ggplotify Read More...

Visualizing clusters with heatmaps Objectives Introduce the heatmap and dendrogram as tools for visualizing clusters in data. Learn how to work with the package pheatmap . Learn how to save a non-ggplot2 plot. Introduce ggplotify to Read More...